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Algorithms that continually invent both problems and solutions
Manage episode 259617059 series 2570898
In this episode of the Data Exchange I speak with Kenneth Stanley, a Senior Research Manager at Uber AI and a Professor at UCF. Ken just announced that starting in June he is starting a new research group focused on open-endedness at OpenAI. He is a pioneer in the field of neuroevolution – a method for evolving and learning neural networks through evolutionary algorithms. Ken and his colleague, Joel Lehman, wrote one of my favorite books on AI aimed at a broad audience: Why Greatness Cannot Be Planned. In this episode we discuss his upcoming move to OpenAI, as well as his recent work on open-ended algorithms.
Our conversation covered:
- Ken’s new position at OpenAI.
- The transition from being a longtime academic researcher to founding and helping lead an industrial research team (Uber AI Labs).
- Open-ended algorithms, specifically his work on POET (Paired Open-Ended Trailblazer) and Enhanced POET.
- Generative Teaching Networks
Detailed show notes can be found on The Data Exchange web site.
Subscribe to The Data Exchange Newsletter.
228 episodes
Manage episode 259617059 series 2570898
In this episode of the Data Exchange I speak with Kenneth Stanley, a Senior Research Manager at Uber AI and a Professor at UCF. Ken just announced that starting in June he is starting a new research group focused on open-endedness at OpenAI. He is a pioneer in the field of neuroevolution – a method for evolving and learning neural networks through evolutionary algorithms. Ken and his colleague, Joel Lehman, wrote one of my favorite books on AI aimed at a broad audience: Why Greatness Cannot Be Planned. In this episode we discuss his upcoming move to OpenAI, as well as his recent work on open-ended algorithms.
Our conversation covered:
- Ken’s new position at OpenAI.
- The transition from being a longtime academic researcher to founding and helping lead an industrial research team (Uber AI Labs).
- Open-ended algorithms, specifically his work on POET (Paired Open-Ended Trailblazer) and Enhanced POET.
- Generative Teaching Networks
Detailed show notes can be found on The Data Exchange web site.
Subscribe to The Data Exchange Newsletter.
228 episodes
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